Neuromorphic driver monitoring systems: A proof-of-concept for yawn detection and seatbelt state detection using an event camera

P Kielty, MS Dilmaghani, W Shariff, C Ryan… - IEEE …, 2023 - ieeexplore.ieee.org
Driver monitoring systems (DMS) are a key component of vehicular safety and essential for
the transition from semi-autonomous to fully autonomous driving. Neuromorphic vision …

A Comprehensive Analysis of Real-Time Car Safety Belt Detection Using the YOLOv7 Algorithm

L Nkuzo, M Sibiya, ED Markus - Algorithms, 2023 - mdpi.com
Using a safety belt is crucial for preventing severe injuries and fatalities during vehicle
accidents. In this paper, we propose a real-time vehicle occupant safety belt detection …

驾驶员安全带检测方法研究综述.

徐国新, 李雷孝, 何嘉彬… - Journal of Computer …, 2023 - search.ebscohost.com
驾驶员安全带检测作为计算机视觉的一个具体应用领域, 目前基于计算机视觉相关技术的驾驶员
安全带检测方法以节约人力, 实时监督, 高精度等优势逐渐成为研究热点. 对近年来驾驶员安全带 …

Seatbelt Detection Algorithm Improved with Lightweight Approach and Attention Mechanism

L Qiu, J Rao, X Zhao - Applied Sciences, 2024 - mdpi.com
Precise and rapid detection of seatbelts is an essential research field for intelligent traffic
management. In order to improve the detection precision of seatbelts and speed up …

Automated Detection of Driver and Passenger Without Seat Belt using YOLOv8.

A Sugiharto, R Kusumaningrum - International Journal of …, 2023 - search.ebscohost.com
The issue of traffic accident fatalities is a serious concern on a global scale, and one of the
contributing factors is the failure of drivers to adhere to seat belt usage. A notable challenge …

Real-Time Vehicle Passenger Detection Through Deep Learning

Y Gu, RO Sinnott - 2023 IEEE 19th International Conference on …, 2023 - ieeexplore.ieee.org
This study investigates the application of Convolutional Neural Networks (CNNs) in object
detection and tracking, with specific focus on determining the number of passengers inside …

Driver's Seat Belt Detection Using CNN-SVM: A Hybrid Approach

L Singh, D Chaurasia, NK Tiwari… - 2024 IEEE 13th …, 2024 - ieeexplore.ieee.org
Seat belt detection is essential in transportation systems to reduce accidents. A seat belt can
prevent the driver from fatal injuries. Because the seat belt is a major safety feature inside …

SECURE ROAD TRAFFIC MANAGEMENT (SRTM) SYSTEM FOR TRAFFIC VIOLATION DETECTION AND RECORDING USING BLOCKCHAIN TECHNOLOGY

MH Omar, IATF Taj-Eddin, NM Omar… - Journal of Southwest …, 2024 - jsju.org
Traffic road violations are increasing continuously in crowded and big cities, which requires
an automatic system for monitoring and detecting. This system should be accurate and …

Enhancing Road Safety: Deep Learning-Based Automated Seat Belt Detection in Indian Traffic

PK Nayak, D Muduli, R Das… - 2024 1st International …, 2024 - ieeexplore.ieee.org
The global surge in driving rates has led to a rise in accidents and injuries, particularly
affecting low and middle-income countries. Seat belts play a crucial role in protecting …

[PDF][PDF] SEATBELT DETECTION IN TRAFFIC SYSTEM USING AN IMPROVED YOLOv5

W Yassin, F Abdollah, N Amanah… - Journal of Advanced …, 2023 - researchgate.net
Seat belt is essential for avoiding fatalities and serious injuries in car accidents. Due to the
challenge of identifying vehicles in images of a traffic scene that are affected by complicated …